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Deep Learning Algorithms for Cardiac Image Classification and Landmark Detection
Artificiell intelligens (AI) har under de senaste åren används framgångsrikt inom många olika områden. Ett område där dessa AI algoritmer ännu inte slagit igenom är sjukvården, där denna typ av automatisering utgör en potentiell lösning på de långa vårdköerna som finns idag. I denna rapport utvärderas den potential artificiell intelligens har för att lösa problem inom medicinsk bildanalys.With the increase in computational power, deep learning algorithms have become an active field of research over the last 7 years. These data-driven machine learning algorithms have produced good results in many applications, image analysis being one of them. Today, many image analysis tasks in the medical field are done manually, taking valuable time and effort from professionals. Automating some
To bee or not to bee - an evaluation of management strategies to promote pollinators in private gardens
Rädda bina! Planteringar och anlagda ängar; funkar de? I takt med att befolkningsmängden i världen ökar, växer våra städer, vilket leder till att naturliga habitat för växter och djur minskar. Vi människor förlitar oss på den naturliga miljön för att överleva. Exempelvis måste våra grödor pollineras. En viktig pollinationsgrupp är insekter. Bin, humlor, blomflugor och fjärilar är viktiga insektsUrbanisation has an increasingly negative effect on wild bees and other pollinating insects because it results in land-use change and habitat-loss, leading to population declines. We rely on ecosystem services that bees provide and must ensure their survival. Private gardens constitute a substantial part of green spaces in cities, making them important foraging habitats for pollinators. In 2018 Th
Dynamic effluents : a political economy analysis of the water sector in Lebanon
After years of neglect, Lebanon is facing the consequences of a struggling water sector. Existing water networks are deficient; water supply continuity is low; most wastewater is discharged into rivers or the Mediterranean Sea without adequate treatment; and inter-agency coordination remains weak and fragmented. In 2000, the government together with international donor agencies initiated a reform
Black Feminist Theory and Literature in the Critical Language Classroom: An Interdisciplinary Study of Octavia E. Butler’s Kindred and How It Can Be Used to Engage in Critical Pedagogy in the Swedish Upper Secondary ESL Classroom
The aim of this interdisciplinary study is to consider how teachers of English as a second language (ESL) might engage with critical pedagogy through the use of literature. This is illustrated by, on the one hand, applying a Black feminist lens to Octavia E. Butler’s 1979 science fiction novel Kindred, which is argued to constitute an appropriate novel for upper secondary students to read. On the
Becoming a Citizen:The Process of Leaving a Gang in Cape Town, South Africa
This study investigates the process of how eight people left competing informal institutions, in the form of gangs, to join substitutive informal institutions, which is more compatible with a democratic society, and in this way became ‘good citizens’. The research question is as follows: How do ex-gang members explain their change in lifestyle, from past involvement in gangs to the subsequent tran
En jämförelse mellan två prototypdon med avseende på spridningsbild och tryckfall
I rådande klimat och omvärldsläge har energianvändning fått ett allt större fokus än vad det hade för en 5 – 10 år sedan. Företag och regioner har blivit alltmer medvetna om energikostnaderna där en av de största punkterna är uppvärmning och nedkylning av lokaler. Ett sätt att minska energianvändningen är att kyla ner visa zoner i stället för hela lokalen. Detta lämpar sig i lokaler med höga krav In current times due to climate change and the geopolitical environment, more emphasis has been placed on energy usage compared to 5 – 10 years ago. Companies and Counties have become more aware of the energy costs, where one of the biggest posts are heating and cooling indoor spaces. One way of lowering the energy usage of buildings is that instead of cooling the whole indoor space only certain z
Does Ethnic Origin matter for Health Inequalities in Bolivia? An Assessment of the Effect of Ethnicity on Health Care Access and Health Outcomes
Fördrivning av socialbidragstagare i Sverige: Problemrepresentationer hos kommuner och organisationer i civilsamhället
Denna studie undersöker fördrivning av socialbidragstagare, ett fenomen som uppmärksammades i media hösten 2020 under namnet ”social dumpning”, vilket beskrev hur kommuner runt om i landet genom socialtjänsten aktivt tvingar personer i behov av ekonomiskt bistånd att flytta till andra kommuner. Genom intervjuer med anställda i kommuner som tagit emot fördrivna socialbidragstagare samt civilsamhällThis study examines displacement of people in need of social assistance in Sweden, a phenomenon that received media attention during the fall of 2020 under the name “social dumping”, that describes how municipalities around the country actively forces people to move to other municipalities. Through interviews with employees within municipalities who have received displaced people in need of social
The Complex User of Sustainable Technologies – A qualitative study of factors that enable and constrain consumers to adopt food waste reduction apps
Thesis purpose: The aim of this study is to identify enablers and constraints for consumers to adopt food waste reduction apps. Consequently, it contributes to the field of innovation diffusion and, importantly, consumer adoption of technological innovations. Methodology: This exploratory study uses qualitative methods to investigate consumer values, expectations and experiences as the main unit
Relationer över nationsgränser - En kvalitativ studie av hur unga vuxna med jugoslavisk bakgrund utvecklar och upprätthåller transnationella relationer
The aim of this qualitative study has been to analyze how young adults with Yugoslavian background form and sustain relations across national borders. The study covers second-generation migrants (hereby titled as young adults with Yugoslavian background) who are born in Sweden, with Yugoslavian born parents that came to Sweden as refugees between the years of 1990-1998. Ten semi-structured intervi
Piece by Piece
The growth of informal settlements especially in third world countries has become a problem on a global scale. In Asia and Africa, although under different circumstances, the fastest urbanization takes place. To find a good way on how to include the poor city migraters into the growing cities will be crucial in order to have more sustainable, peaceful and just societies. My focus lays on the semi-
Cultural Heritage & Brand Communication - Case Study Sofiero Castle & Castle Park
This study examines the effect of different organizational aspects on the internal brand communication of an organization in the context of cultural heritages. As cultural tourism is growing and becoming more competitive, this particular tourism branch has to be introduced to internal brand communication to provide a good base for branding. The topic has been studied in a case study. As a case Sof
"Vi som överlevt helvetet" : Kvinnor i missbruk berättar om våld
Violence against women with experience of substance abuse is a complex issue where both violence and substance abuse aggravate each other, creating social situations difficult to break up from. Social services tend only to categorise these women as substance abusers, concealing their status as victims of violence and leading to inadequate support. To further understand these women’s experiences of
"Men just vad det gäller droger så är det ju - tyvärr handlar det om att släcka bränder." : Skolkuratorers drogförebyggande arbete med elever i grundskolan.
The purpose of this study was to examine how school counselors work with pupils in a drug preventive way and furthermore to examine possibilities, obstacles and efficiency experienced by school counselors in that work. In order to achieve the purpose of the study seven qualitative semi-structured interviews were conducted with school counselors. The interviews were transcribed, coded and analyzed
Climate change adaptation strategies for urban stormwater management : a comparative study of municipalities in Scania
Skåne är en region sårbar för klimatförändringar och klimatmodeller förutspår en ökning av extrem nederbörd i länet. Nederbördsrelaterade översvämningar i tätorter förknippas med en intensiv nederbörds mängd, de många ogenomträngliga ytor i städer samt överbelastning av avloppssystem. År 2014 publicerades en regional handlingsplan för klimatanpassning av Länsstyrelsen i Skåne. I den beskrivs dagvaScania is a region vulnerable to climate change and climate models project an increase in extreme precipitation events for this area. Pluvial flooding in urban areas is mostly associated with the large amount of impermeable surfaces and sewer system overload. In 2014 the County Administrative Board of Scania released a regional action plan for adaptation strategies and stormwater is described as a
Investigating an Open Source based platform strategy at Sony Ericsson
Purpose: The purpose of the thesis is to investigate whether the future development of the Digital Home creates incentives for Sony Ericsson to initiate an Open Source based platform strategy. Issues: The main issues presented: To create future scenarios of the Digital Home environment and describe its ecosystem of consumer electronics and mobile phones. To investigate the competitive advantage fo
4D-ONIX : A deep learning approach for reconstructing 3D movies from sparse X-ray projections
The X-ray flux provided by X-ray free-electron lasers and storage rings offers new spatiotemporal possibilities to study in-situ and operando dynamics, even using single pulses of such facilities. X-ray Multi-Projection Imaging (XMPI) is a novel technique that enables volumetric information using single pulses of such facilities and avoids centrifugal forces induced by state-of-the-art time-resolv
Correcting angular distortions in Bragg coherent X-ray diffraction imaging
Bragg coherent X-ray diffraction imaging (BCDI) has emerged as a powerful technique for strain imaging and morphology reconstruction of nanometre-scale crystals. However, BCDI often suffers from angular distortions that appear during data acquisition, caused by radiation pressure, heating or imperfect scanning stages. This limits the applicability of BCDI, in particular for small crystals and high
Surveillance of Disease Outbreaks Using Unsupervised Uni-Multivariate Anomaly Detection of Time-Series Symptoms
Effectively identifying deviations in real-world medical time-series data is a critical endeavor, essential for early surveillance of disease outbreaks. This paper demonstrates the integration of time-series anomaly detection techniques to develop surveillance systems for disease outbreaks. Utilizing data from Sweden's telephone counseling service (1177), we first illustrate the trends in physical
